47 citations
- University of WollongongAU6 papers
- Lappeenranta-Lahti University of TechnologyFI3 papers
- The University of MelbourneAU2 papers
- Australian Mathematical Sciences InstituteAU1 paper
- Australian National UniversityAU1 paper
- Colorado State UniversityUS1 paper
- Commonwealth Scientific and Industrial Research OrganisationAU1 paper
- CSIRO Oceans and AtmosphereAU1 paper
- Duke UniversityUS1 paper
- Flinders UniversityAU1 paper
- Iowa State UniversityUS1 paper
- Monash UniversityAU1 paper
15 papers
Log-Gaussian Gamma Processes for Training Bayesian Neural Networks in Raman and CARS Spectroscopies
Teemu Härkönen, Erik M. Vartiainen, Lasse Lensu +2
We propose an approach utilizing gamma-distributed random variables, coupled with log-Gaussian modeling, to generate synthetic datasets suitable for training neural networks. This…
Survey Design and Estimating Equations when Combining Big Data with Probability Samples
Ryan Covey, Lucca Buonamano
The use of big data in official statistics and the applied sciences is accelerating, but statistics computed using only big data often suffer from substantial selection bias. This…
Tietze type extensions for absolutely continuous functions in the plane
Ian Doust, Alan Stoneham
It is an open problem whether one can always extend an absolutely continuous function (in the sense of Ashton and Doust) on a compact subset of the plane to a larger compact set. I…
Integrating Big Data and Survey Data for Efficient Estimation of the Median
Ryan Covey
An ever-increasing deluge of big data is becoming available to national statistical offices globally, but it is well documented that statistics produced by big data alone often suf…
A note on the optimum allocation of resources to follow up unit nonrespondents in probability
Su-Ming Tam, Anders Holmberg, Summer Wang
Common practice to address nonresponse in probability surveys in National Statistical Offices is to follow up every nonrespondent with a view to lifting response rates. As response…
Self-avoiding walks and polygons crossing a domain on the square and hexagonal lattices
Anthony J Guttmann, Iwan Jensen
We have analysed the recently extended series for the number of self-avoiding walks (SAWs) that cross an square between diagonally opposed corners. The number…